a Record control number WOS:000178907000046

a Original cataloging agency NEU GrandLibrary

a Language code of text/sound track or separate title eng

a Classification number TK5103.2

b Item number .N48 2002

a Personal name Abiyev, Rahib H.,

h Medium Electronic Document

a Title Neuro-fuzzy system for technological process control

c Statement of responsibility, etc Rahib Hidayat Abiyev.

b Name of publisher, distributor, etc Int inst informatics & systemics,

c Date of publication, distribution, etc 2002.

a Summary, etc In this paper the implementation of a fuzzy system for technological process control using parallel architecture and teaming capabilities of neural networks is considered. The structure and algorithms of neuro-fuzzy inference system are described. To train unknown coefficients of the system, the supervised teaming algorithm is used. As a result of learning, the rules of neuro-fuzzy system are formed. Neuro-fuzzy system is applied to control a dynamic plant. Using desired time response characteristics of the system the synthesis of neuro-fuzzy controller for technological process control is carried out. The simulation result of neuro-fuzzy control system is compared with the simulation results of control systems based on PID- and neural controller. It is found that neuro-fuzzy control system has better control performance than the others.

a Topical term or geographic name as entry element Fuzzy systems

a Topical term or geographic name as entry element Near East University Article

a Topical term or geographic name as entry element Yakın Doğu Üniversitesi Makale

a Main entry heading 6th World multiconference on systemics, cybernetics and informatics, vol XII, proceedings: industrial systems and engineering II

g Relationship information 2002, p249-253.